mixgb (version 1.5.3)

show_var: Show multiply imputed values for a single variable

Description

Show m sets of imputed values for a specified variable.

Usage

show_var(imputation.list, var.name, original.data, true.values = NULL)

Value

A data.table with m columns, each column represents the imputed values of all missing entries in the specified variable. If true.values is provided, the last column will be the true values of the missing values.

Arguments

imputation.list

A list of m imputed datasets returned by the mixgb imputer.

var.name

The name of a variable of interest.

original.data

The original data with missing data.

true.values

A vector of the true values (if known) of the missing values. In general, this is unknown.

Examples

#obtain m multiply datasets
library(mixgb)
mixgb.data <- mixgb(data = nhanes3, m = 3)

imputed.BMPHEAD <- show_var(imputation.list = mixgb.data, var.name = "BMPHEAD",
  original.data = nhanes3)